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Weipeng Xia

3 accepted papers

2026

Grounding Discrete-Time Joint-Level Acceleration Bounds in Voltage-Constrained Actuation

RSS 2026poster

Discrete-time joint acceleration bounds are widely used to enforce position and velocity limits. However, under voltage-constrained electric actuators, kinematically admissible accelerations may be physically unrealizable, exposing a missing execution-level abstraction. We propose Actuator-Aware Joi…

Cited by 0SourceScholar
2026

Traversability-Aware Legged Navigation by Learning from Real-World Visual Data

ICRA 2026poster

The enhanced mobility brought by legged locomotion empowers quadrupedal robots to navigate through complex and unstructured environments. However, optimizing agile locomotion while accounting for the varying energy costs of traversing different terrains remains an open challenge. Most previous work …

2025

Robust Model Predictive Control for Quadruped Locomotion Under Model Uncertainties and External Disturbances

IROS 2025

Model Predictive Control (MPC) enables agile and robust locomotion in quadruped robots but is sensitive to model uncertainties and environmental variations. This paper presents a Tube-Based Robust MPC (TR-MPC) framework for quadruped locomotion under uncertainties, modeled as parameter mismatches an

Cited by 0SourceScholar